The bustling marketplace was a riot of colors and sounds. Anya, usually brimming with energy, stood frozen. There, amidst the stalls selling exotic spices and hand-woven rugs, was a stall displaying… her watercolors. The delicate landscapes she’d painstakingly painted, each one a memory of her travels.

A woman with a bright scarf beckoned her closer, pointing at the paintings with a flourish. "Magnificent, aren't they? Authentic talent!" Anya's mouth fell open. She felt the blood drain from her face.

She felt a strange disconnect, like she was watching a play. She couldn’t seem to move, to speak. The world swam around her, the cheerful chatter of the crowd fading into a distant hum.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219